Basic Statistics

Raw Counts

Name Value
Rows 9,967
Columns 32
Discrete columns 9
Continuous columns 23
All missing columns 0
Missing observations 879
Complete Rows 9,889
Total observations 318,944
Memory allocation 9 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 6 columns ignored with more than 50 categories.
## names: 9463 categories
## date_x: 5641 categories
## overview: 9733 categories
## crew: 9734 categories
## orig_title: 9528 categories
## country: 56 categories

QQ Plot

## Warning: Removed 30 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 30 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 45 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 45 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 20 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 20 rows containing non-finite values (`stat_qq_line()`).

Correlation Analysis

## 7 features with more than 20 categories ignored!
## names: 9386 categories
## date_x: 5605 categories
## overview: 9668 categories
## crew: 9698 categories
## orig_title: 9451 categories
## orig_lang: 50 categories
## country: 55 categories
## Warning in cor(x = structure(list(score = c(73, 78, 76, 70, 61, 66, 80, : the standard
## deviation is zero

Principal Component Analysis

## 6 features with more than 50 categories ignored!
## names: 9386 categories
## date_x: 5605 categories
## overview: 9668 categories
## crew: 9698 categories
## orig_title: 9451 categories
## country: 55 categories
## Warning in plot_prcomp(data = structure(list(names = c("Creed III", "Avatar: The Way of Water", : The following features are dropped due to zero variance:
##  * status_Released
##  * na.rm_TRUE